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走出MMLU的高分幻觉:AI Agent的「斯坦利时刻」与职场生存法则
走出MMLU的高分幻觉:AI Agent的「斯坦利时刻」与职场生存法则
来源:ScienceAI本文约3000字,建议阅读5分钟自主学习性将成为评估Agent的重要方略。序章:穿越数字世界的「莫哈韦沙漠」把时钟拨回 2005 年,内华达州的莫哈韦沙漠。那是美国国防部高级研
数据派THU公众号 02-18
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阅读7千万文章硅谷爆火:AI奇点已至,抛弃人类自我进化!
阅读7千万文章硅谷爆火:AI奇点已至,抛弃人类自我进化!
来源:新智元本文约7000字,建议阅读15分钟就在本月,AI 经历了质变式飞跃,已经能独立完成过去需要人类专家数小时才能搞定的复杂工作。AI 开始参与构建下一代 AI,递归自我提升的循环已经启动,智能
数据派THU公众号 02-18
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复旦大学张树宇&区琼荣&海南大学田新龙&王志同:双管齐下策略构筑高效稳定镍铁阳极用于阴离子交换膜电解水制氢
复旦大学张树宇&区琼荣&海南大学田新龙&王志同:双管齐下策略构筑高效稳定镍铁阳极用于阴离子交换膜电解水制氢
研 究 背 景在“双碳”目标背景下,电解水制氢被视为实现绿色能源转型的重要途径。阴离子交换膜水电解(AEMWE)兼具高效率与低成本优势,具有良好的应用前景,但其实际应用仍受限于阳极氧析出反应(OER)
研之成理公众号 02-18
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大连化学物理研究所周传耀研究员团队JACS:选择性激发表面缺陷位点实现半导体界面超快热电子转移
大连化学物理研究所周传耀研究员团队JACS:选择性激发表面缺陷位点实现半导体界面超快热电子转移
第一作者:王天骏,王凯平,谢慧智通讯作者:闻波, Annabella Selloni,杨学明,周传耀通讯单位:中国科学院大连化学物理研究所,河南大学,普林斯顿大学论文DOI:10.1021/jacs.
研之成理公众号 02-18
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购买研理云服务器,让计算更省心!免费测试!
购买研理云服务器,让计算更省心!免费测试!
01业务介绍研理云,研之成理旗下专门针对科学计算领域的高性能计算解决方案提供者。我们提供服务器硬件销售与集群系统搭建与维护服务。● 配置多样,按需定制,质量可靠,性价比高。● 目前已经为全国超过 20
研之成理公众号 02-18
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浙理工李彤彤/高俊阔联合浙大韦华:晶体“崩塌”竟然更强?铁诱导MOF“无序”重构,工业级大电流狂奔1000小时!
浙理工李彤彤/高俊阔联合浙大韦华:晶体“崩塌”竟然更强?铁诱导MOF“无序”重构,工业级大电流狂奔1000小时!
第一作者: 任瑞祥 通讯作者: 李彤彤、韦华、高俊阔 通讯单位: 浙江理工大学、浙江大学 论文DOI: 10.1016/j.apcatb.2026.126543全文速览绿氢是实现碳中和的关键能源载体,
研之成理公众号 02-18
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长沙理工大学曾滔滔&贺浩、湖南大学周泽岩、复旦大学王永刚团队:铜诱导晶格畸变提升钠电焦磷酸铁钠正极性能
长沙理工大学曾滔滔&贺浩、湖南大学周泽岩、复旦大学王永刚团队:铜诱导晶格畸变提升钠电焦磷酸铁钠正极性能
摘要近期,长沙理工大学曾滔滔&贺浩/湖南大学周泽岩/复旦大学王永刚团队在Chin. Chem. Lett.在线发表了题为 “Copper-induced framework distortion in
研之成理公众号 02-18
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Nature Energy:电池技术别再“各自为战”!锂电与钠电技术竟是“互相成就”?
Nature Energy:电池技术别再“各自为战”!锂电与钠电技术竟是“互相成就”?
第一作者: André Hemmelder通讯作者: André Hemmelder,Tobias S. Schmidt通讯单位: 英国曼彻斯特大学,瑞士苏黎世联邦理工学院DOI:https://do
研之成理公众号 02-18
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Edward Sargent,Nature Energy+1!
Edward Sargent,Nature Energy+1!
第一作者: Bosi Peng, Zeyan Liu, Xiangyu Ma通讯作者: Ke Xie & Edward H. Sargent通讯单位: 美国西北大学DOI:https://doi.or
研之成理公众号 02-18
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南京林业大学蔡晨阳 Matter:自驱动木材水合气凝胶解耦户外辐射制冷与持续发电
南京林业大学蔡晨阳 Matter:自驱动木材水合气凝胶解耦户外辐射制冷与持续发电
辐射制冷是一种被动制冷方式,其主要是利用地球与外太空之间的大气透明窗口(波长8–13μm),将地球表面的热量以热辐射的形式发射到外太空。将辐射冷却技术应用到发电系统当中可以为
高分子科技公众号 02-18
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北京化工大学蔡晴/喻盈捷  AFM:三重生物粘附性微球赋能金属离子工程化外泌体疗法,实现血管化骨再生
北京化工大学蔡晴/喻盈捷 AFM:三重生物粘附性微球赋能金属离子工程化外泌体疗法,实现血管化骨再生
骨组织缺损的修复一直是再生医学领域的重要挑战。近年来,骨髓间充质干细胞来源外泌体(BMSC-Exo)因其低免疫原性和良好的生物活性,被认为是极具潜力的无细胞治疗策略。然而,产
高分子科技公众号 02-18
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研究进展:李玮瑒,锂硫电池 | Nature Reviews Clean Technology
研究进展:李玮瑒,锂硫电池 | Nature Reviews Clean Technology
稳定获取风能、太阳能等可再生能源电力是绿色经济的核心支撑,储能也是不可或缺的组成部分。在各类储能技术中,锂硫(Li–S)电池具有多电子氧化还原反应特性、极高的理论能量密度(2500 Wh·kgu207Bu00B9)与
今日新材料公众号 02-18
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南方科技大学:多主元合金CrFeNiNb-微柱压缩变形机制 | Transactions of Materials Research
南方科技大学:多主元合金CrFeNiNb-微柱压缩变形机制 | Transactions of Materials Research
随着先进结构应用对具有优异力学性能金属材料的需求日益增长,具有多级异构微观组织的多主元合金备受关注。然而,密排六方结构主导的多主元合金的变形机制,尚不明确,这制约了先进合金的理性设计。近日,南方科技大
今日新材料公众号 02-18
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华中科技大学:超表面-空间光调制器 | Nature Nanotechnology
华中科技大学:超表面-空间光调制器 | Nature Nanotechnology
全息显示、增强/虚拟现实与激光雷达LiDAR的动态波前调控,需要像素密度高、刷新率快的空间光调制器spatial light modulators,SLM。但基于液晶和超表面的空间光调制器SLM,仍受
今日新材料公众号 02-18
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2026年新春特辑:380篇Nature | 2025年度盘点
2026年新春特辑:380篇Nature | 2025年度盘点
研究透视:AI化学/材料-稀疏数据,可迁移对映选择性模型 | Nature2026-2-16 基于稀疏数据的可迁移对映选择性模型Gallarati, S., Bucci, E.M., Doyle, A
今日新材料公众号 02-18
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研究前沿:复旦大学黄吉平团队,水动力学超材料 | Advanced Materials
研究前沿:复旦大学黄吉平团队,水动力学超材料 | Advanced Materials
精准的流场传感技术,对于微流控、生物医学和环境监测都至关重要。然而,传统的传感设备,因为渗透率不匹配,本征地扭曲流场,还会导致数据错误。近日,复旦大学Yajuan Li,Fubao Yang, Pen
今日新材料公众号 02-18
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彭练矛院士领衔!北京大学邱晨光团队:0.6V超低工作电压铁电晶体管 | Science Advances
彭练矛院士领衔!北京大学邱晨光团队:0.6V超低工作电压铁电晶体管 | Science Advances
铁电场效应晶体管(FeFET)被视为实现存算融合,破解冯·诺依曼架构瓶颈的重要候选技术之一。它的核心机制是:利用铁电材料“通电后极化方向可保持”的特性来存储数据——断电不丢失,读写也快。然而传统FeF
今日新材料公众号 02-18
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研究进展:黄丽白,量子光源 | Nature Reviews Materials
研究进展:黄丽白,量子光源 | Nature Reviews Materials
(引子:固态量子发射体quantum emitters,QE具有大偶极矩、强非线性相互作用或可寻址的自旋寄存器。并且天然兼容于集成光子学,可实现一整套片上功能,包括光操控、光子探测与电学调控等。调控固
今日新材料公众号 02-18
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J. Med. Chem. | 基于靶点的药物发现,我们走对路了吗?
J. Med. Chem. | 基于靶点的药物发现,我们走对路了吗?
作者:Arash Sadri(原载《J. Med. Chem.》2023年)摘要:基于靶点的药物发现是当前药物研究的主导范式;然而,对其实际效率的全面评估尚属缺乏。本文通过对可追溯至150年前的约32
iDRUGS公众号 02-18
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Nat Rev Drug Discovery丨中国与欧美创新抗体疗法开发对比
Nat Rev Drug Discovery丨中国与欧美创新抗体疗法开发对比
编译丨BioArt编辑部在过去十年中,中国生物制药行业经历了政府政策的转型,这些政策旨在支持创新并使药物的发现、开发和审批流程现代化。中国的生物制药公司利用这种支持建立了开发高度复杂药物的平台,例如抗
BioArt公众号 02-18
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Association between oxidative balance score and benign prostatic hyperplasia: an analysis based on the NHANES from 2003 to 2008.
IF 2.6 4区 医学 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-12-31 DOI: 10.1080/13685538.2025.2611694

Purpose: The pathophysiology of benign prostatic hyperplasia (BPH), a prevalent condition among aging males, remains unclear. Given emerging evidence implicating oxidative stress (OS) in prostatic pathogenesis, this study investigated the association between the comprehensive Oxidative Balance Score (OBS) and BPH prevalence.

Materials and methods: The National Health and Nutrition Examination Survey (NHANES) database was selected to determine BPH using a self-report questionnaire, and multivariate logistic regression was performed to explore the correlation between OBS and BPH. Smoothed curve fitting, threshold effect analysis, and stratified analysis were performed.

Results: The present study, which ultimately included 621 participants, showed that after adjusting for potential confounders, an increase in OBS was associated with a slightly increased risk of developing BPH compared with the lowest tertile (T1) (OR = 1.07, 95% CI: 1.02,1.13, P = 0.015; OR = 1.09, 95% CI: 1.01, 1.17, P = 0.029). Smoothed curve fitting showed that when OBS was >21, the risk of developing BPH was associated with a 27% increase in the risk (OR = 1.27, 95% CI: 1.13, 1.43).

Conclusion: This study reveals a significant non-linear association between OBS and BPH: when OBS > 21, higher OBS scores are associated with an increased risk of BPH.

Bilateral hypertensive retinopathy (grade 4): Case report and review of the literature on intravitreal injection anti-VEGF therapy.
IF 3.5 4区 医学 Q3 PERIPHERAL VASCULAR DISEASE Pub Date : 2026-12-31 DOI: 10.1080/10641963.2025.2604831

Objective: To introduce bilateral hypertensive retinopathy (HR) (grade 4) complicated with macular edema (ME) patients with binocular intravitreal injection of anti-vascular endothelial growth factor (anti-VEGF) treatment.

Methods: Three cases of hypertensive retinopathy were observed. The fundus examination was consistent with HR (grade 4). The patients received anti-VEGF intraocular injection.

Results: The patient's ME and optic nerve edema were significantly reduced, visual acuity was significantly improved, and a case of secondary choroidal neovascularization (CNV) in the fundus of HR (grade 4) was also noted.

Conclusions: The use of intravitreal anti-VEGF agents in stage IV hypertensive retinopathy appears satisfactory but not perfect. In severe cases with vitreous hemorrhage, early injection avoids vitrectomy.

A dual diacylglycerol kinase (DGK) alpha/zeta inhibitor augments the activity of human tumor infiltrating lymphocytes in in vivo and ex vivo models.
IF 6.5 2区 医学 Q1 IMMUNOLOGY Pub Date : 2026-12-31 DOI: 10.1080/2162402X.2025.2608439

Endogenous or adoptively transferred tumor-infiltrating lymphocytes (TILs) often lose their functional capacity due to the activation of intrinsic inhibitory pathways, which then limits their ability to control tumor growth. In this study, we examined the effects of blocking a key intracellular inhibitory enzyme, diacylglycerol kinase (DGK) in human T cells, using a novel inhibitor (DGKi) called INCB165451 that blocks both DGKα and DGKζ, the two primary DGK isoenzymes that negatively regulate T cells through the diacylglycerol (DAG) signaling pathway. We first evaluated the effects of the DGKi in enhancing the efficacy of adoptive human T cell transfer in a non-small cell lung cancer (NSCLC) mouse model and found that the DGKi significantly potentiated anti-tumor efficacy through multiple mechanisms, including increased intratumoral T cell infiltration, upregulation of genes associated with inflammatory responses, and reduction of TIL hypofunction, as evidenced by enhanced cytokine production following ex vivo anti-CD3 antibody stimulation. We next studied the effects of the DGKi on human TILs derived from tumor digests or studied in situ in precision-cut tumor slices of both head and neck cancer and NSCLC patient samples. After stimulation of the TILs with anti-CD3 antibodies, we found that the DGKi enhanced gene and protein expression of proinflammatory cytokines and chemokines. Finally, we demonstrated that the DGKi could augment T cell activation in human tumor slices that were stimulated by an anti-EGFR/anti-CD3 bispecific T cell engager (BiTE). These data demonstrate strong activity of the DGKi in human TILs and highlight promising potential avenues for clinical translation.

Differential expression of mitomiRs in pancreatic islet cells associated with maternal protein restriction.
IF 1.7 4区 医学 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-12-31 DOI: 10.1080/19382014.2025.2610590

Objective: Mitochondria are central to energy production and cellular homeostasis. Beyond importing diverse RNAs, they also encode hundreds of their own non-coding RNAs, contributing to a complex and dynamic RNA landscape. Early-life nutritional insults, such as fetal and postnatal protein deficiency, can impair mitochondrial function and increase the long-term diabetes risk. However, the mitochondrial non-coding transcriptome of pancreatic islets, particularly its responsiveness to nutritional cues, remains largely unexplored.

Methods: We performed RNA sequencing to profile small non-coding RNAs in mitochondrial fractions of islet cells from offspring of rats exposed to low-protein (LP) or control diets during gestation and lactation and employed mRNA-miRNA network analysis to explore the potential regulatory roles of differentially expressed mitomiRs in LP-exposed pups.

Results: Protein deficiency during gestation and lactation led to a profound remodeling of the small non-coding RNA landscape in whole islets, with microRNAs and piRNAs showing the most pronounced changes. In mitochondrial fractions, LP exposure resulted in a striking shift in microRNA composition, with 33 mitomiRs detected in control islets versus 23 in LP-exposed rats, and only 5 shared between groups. Notably, ten mitomiRs were selectively depleted from the cytosol and enriched in mitochondria of LP-exposed islets. Amongst these, miR-10a-5p and miR-126a-5p, are predicted to target genes involved in mitochondrial metabolism and structural organization.

Conclusion: Early-life protein restriction triggers a highly selective reorganization of the mitomiR landscape in pancreatic islets. The identified mitomiRs may serve as regulators of mitochondrial function and intracellular signaling, potentially influencing β-cell metabolic coupling and contributing to diabetes susceptibility.

PI3Kγ inhibition drives M1 macrophage differentiation and synergizes with PD-L1 blockade to improve survival in poorly immunogenic head and neck squamous cell carcinoma.
IF 4.6 4区 医学 Q2 ONCOLOGY Pub Date : 2026-12-31 DOI: 10.1080/15384047.2025.2600701

Background: Head and neck squamous cell carcinoma (HNSCC) is the sixth most common cancer globally with high mortality rates, highlighting the urgent need for novel therapeutic strategies. We investigated the efficacy of combining phosphoinositide 3-kinase gamma (PI3Kγ) inhibition with programmed death-ligand 1 (PD-L1) blockade in a poorly immunogenic HNSCC model.

Materials and methods: Mouse bone marrow-derived macrophages (BMDMs) were differentiated and polarized in the presence or absence of the PI3Kγ inhibitor IPI-549 or culture supernatants from MOC2 cells treated with or without IPI-549. MOC2 cells were orthotopically injected into C57BL/6 mice, and treated with anti-PD-L1, IPI-549, combined anti-PD-L1 and IPI-549 or vehicle control. Tumor burden, survival, and immunological responses were evaluated.

Results and conclusion: Dual inhibition of PI3Kγ (using IPI-549) and PD-L1 demonstrated nearly significant reduction in primary tumor burden and significantly increased survival compared to single or control treatments. PI3Kγ inhibition promoted macrophage differentiation toward an antitumoral M1 phenotype. In the bone marrow, dual therapy significantly increased MHC-II expression across various myeloid cell subsets and effectively normalized myelopoiesis. Notably, combination therapy increased CD8+ T-cell infiltration into tumors while decreasing T-cell exhaustion marker (LAG-3, CTLA-4, and TIM-3) and protumoral cytokine (IL-4). Combined PI3Kγ and PD-L1 inhibition offers a promising strategy for treating poorly immunogenic HNSCC by simultaneously targeting multiple immunosuppressive mechanisms. These findings provide a strong rationale for combining PI3Kγ and PD-L1 inhibitors as a therapeutic strategy for poorly immunogenic HNSCC, potentially improving clinical outcomes for patients.

Beyond the classroom: a qualitative study of voluntary home visits to older adults as a tool for empathy and professional growth in medical students.
IF 3.8 2区 医学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-12-31 DOI: 10.1080/10872981.2025.2605378

Global populations are rapidly aging, posing significant challenges. Yet, ageism among clinicians and medical students persists, undermining empathy and care quality. Traditional short-term educational efforts have limited effect; sustained, relationship-based programs hold promise but remain understudied. To address this, we implemented a year-long service-learning project, where first-year medical students visit elderly individuals at their homes to engage in light physical activities and discuss life challenges. This qualitative study examines the project's impact on first, second, and third-year medical students.From August to October 2020, we recruited, via convenience sampling, first-year medical students of three consecutive cohorts (n = 313) that completed ten home visits with older adults; of these sixty (19%) students participated in focus groups/interviews and 128 (41%) submitted reflective assignments. Data was manually analyzed using Braun and Clarke's six-phase reflexive thematic approach until saturation. We adhered to the COREQ (Consolidated Criteria for Reporting Qualitative Research) checklist.Three major themes and seven sub-themes emerged. First, building trusting patient-physician relationships, characterized by empathy, trust, and effective communication, alongside a balance between physician responsibility and patient autonomy. Second, embracing uncertainty and holistic care, which involved navigating medical ambiguity and integrating psychosocial dimensions into clinical reasoning. Third, reflecting on vulnerability, aging, and mortality, encompassing the emotional impact of disability and decline; reframing aging positively; and processing experiences of death and loss. Participants described profound shifts in their perspectives on aging, care relationships, and their professional identities; changes that persisted throughout their pre-clinical training. To conclude, early and sustained engagement with older adults in their home environment through a structured service-learning project enhanced medical students' professional development, empathy, and attitudes toward aging. Incorporating similar programs into medical education curricula may provide substantial pedagogical benefits. Future research should assess long-term impacts on career choices and care quality.

Bile salt hydrolase activity as a rational target for MASLD therapy.
IF 11 1区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2026-12-31 DOI: 10.1080/19490976.2025.2608437

Metabolic dysfunction-associated steatotic liver disease (MASLD) is the most prevalent chronic liver disease in the United States, yet therapeutic options remain limited. Emerging evidence implicates the gut‒liver axis and intestinal permeability in disease pathogenesis. Previous studies in animal models and human cell culture indicated that bile salt hydrolases (BSHs), which are gut bacterial enzymes that deconjugate host-derived bile acids, damage intestinal barrier integrity and cause liver damage through the generation of unconjugated bile acids (UBAs). However, the relevance of these findings to MASLD patients is unknown. Here, we demonstrate that BSH activity is elevated in fecal samples from MASLD patients with advanced liver fibrosis and correlates with reduced fecal bile acid levels, which is consistent with a proposed model of increased intestinal permeability during MASLD progression. Through anaerobic culturing and activity-guided screening, we identify diverse BSH-active bacteria from patient fecal samples, suggesting broad microbial contributions to bile acid deconjugation in MASLD patients. Importantly, small-molecule BSH inhibitors suppressed BSH activity in both fecal communities and monocultures from MASLD patients without affecting bacterial viability. These findings indicate that BSH activity is a microbial function associated with MASLD progression and suggest that BSH inhibitors could be developed as a microbiome-targeted strategy for MASLD treatment.

Long-term management of psoriasis recurrence via modulation of cutaneous microbiome: synergistic topical therapy with blue light and aptamer-functionalized curcumin formulation.
IF 8.1 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2026-12-31 DOI: 10.1080/10717544.2025.2610532

The recurrence following the discontinuation of medication is a formidable challenge in managing psoriasis. Changes in the microbiome accompany the onset of psoriasis relapse, highlighting a potential therapeutic modality. To evaluate the superiority of the topical administration of aptamer-functionalized curcumin mesoporous silica (Apt-GA+Cur@μmS) plus blue light (BL) in restoring dysbiosis and intervening in recurrence in a murine model, a psoriasis relapse murine model with double imiquimod induction was established. With a BL-responsive shell, Apt-GA+Cur@μmS released curcumin (Cur) to assist BL to improve the preventative and therapeutic effects in the psoriasis relapse murine model, as evidenced by the psoriasis area and severity index, histology, splenic index, and dorsal IL-17A level. We also observed a negative correlation between splenic nitric oxide (NO) levels and the splenic index, indicating a possible mechanism by which Apt-GA+Cur@μmS&BL may function in the treatment of splenomegaly. Treatment with Apt-GA+Cur@μmS&BL exhibited a higher alpha diversity than the model group, with levels similar to those of healthy mice, indicating that this combination could adjust the composition of the dorsal microbiome to a healthier state. A reduction in the combined relative abundance of Staphylococcus, Streptococcus, and Corynebacterium as well as restoration of dysbiosis was also verified through 16S rDNA gene sequencing in vivo. Collectively, BL and Apt-GA+Cur@μmS cotherapy alleviates psoriasiform lesions in a double imiquimod-induced murine model by inhibiting IL-17A and increasing splenic NO. Additionally, this cotherapy restores the eubiosis of the dorsal lesions. Thus, it is a promising and innovative therapeutic modality for psoriasis inflammation alleviation and recurrence intervention.

Health and health management among motorcycle-based food delivery workers in South Korea: a qualitative interview study.
IF 2.3 4区 医学 Q2 NURSING Pub Date : 2026-12-31 DOI: 10.1080/17482631.2026.2613971

Purpose: This study aimed to qualitatively examine the daily lives of motorcycle-based food delivery workers, focusing on how they experience, perceive, and interpret their health-related issues.

Methods: Semi-structured in-depth interviews were conducted with nine MFDWs in South Korea between July and September 2024 to explore their perceptions of health. Participants were recruited through purposive and snowball sampling, and data were analyzed using thematic analysis.

Results: Thematic analysis revealed the following key findings: MFDWs' challenging working conditions posed physical and emotional stressors, which contributed to negligent driving and unhealthy habits. Although they recognized traffic accidents as the most critical health risk, they exhibited a tendency toward risky driving behaviors. Unhealthy lifestyles were linked to further health deterioration. While the majority showed a passive attitude toward health management, a few adopted individual strategies to maintain their health.

Conclusions: The findings suggest the need for policy-level attention to mitigate traffic accident risk factors among MFDWs. Larger and more diverse studies are required to confirm these findings and to provide a stronger evidence base for policy recommendations. In addition, delivery applications could be further refined to help reduce occupational risks, and the development of tailored health promotion interventions may support their health and well-being.

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